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Brain Segmentation

( Image credit: 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study )

Papers

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Showing 101–146 of 146 papers

TitleStatusHype
Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks—0
On Direct Distribution Matching for Adapting Segmentation Networks—0
3D Whole Brain Segmentation using Spatially Localized Atlas Network TilesCode0
CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy—0
Medical Image Super-Resolution Using a Generative Adversarial Network—0
PSACNN: Pulse Sequence Adaptive Fast Whole Brain Segmentation—0
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols—0
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles—0
Brain Segmentation from k-space with End-to-end Recurrent Attention Network—0
Knowing what you know in brain segmentation using Bayesian deep neural networksCode0
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features—0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features—0
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net—0
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial LearningCode0
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks—0
MRI Super-Resolution using Multi-Channel Total VariationCode0
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object SizesCode0
Pulse Sequence Resilient Fast Brain Segmentation—0
A Modality-Adaptive Method for Segmenting Brain Tumors and Organs-at-Risk in Radiation Therapy Planning—0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataCode0
Distributed Weight Consolidation: A Brain Segmentation Case Study—0
Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling—0
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentationCode1
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imagingCode0
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of NeuroanatomyCode0
Learning Based Segmentation of CT Brain Images: Application to Post-Operative Hydrocephalic Scans—0
Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation—0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural NetworkCode0
3D Densely Convolutional Networks for VolumetricSegmentationCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data—0
Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging—0
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy—0
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale studyCode0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
Learning under Distributed Weak Supervision—0
Deep Neural Networks for Anatomical Brain SegmentationCode0
RANCOR: Non-Linear Image Registration with Total Variation Regularization—0
Large-Scale Automatic Reconstruction of Neuronal Processes from Electron Microscopy Images—0
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